Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9937506 | 0.9688141 | 0.8008832 |
| bt | 0.9262744 | 0.7458279 | 0.4678912 |
| maxnet | 0.8293370 | 0.5364535 | NA |
| gam | 0.8357350 | 0.5249627 | 0.2656037 |
| glm | 0.7635739 | 0.4806312 | 0.1563485 |